LearnAI: Useful Resources for Learning About AI
This is a living document of useful resources for learning all about AI, including machine learning, deep learning, ethics, and regulatory policy. I’ve sifted through the noise and selected only the most essential, high quality resources.
If you would like to stay up-to-date on the latest AI news, check out this document I put together.
About the author: I’m a Computer Science M.S. and MBA student at Stanford University, organizer for the Stanford Artificial Intelligence Laboratory’s AI Salon program, editor for the Stanford Artificial Intelligence Laboratory’s Blog, and advisor for the Stanford Human-Centered Artificial Intelligence Initiative.
Online Courses
AI for Everyone Coursera Course (great for beginners!)
Taught by Andrew Ng of Stanford University
Machine Learning Coursera Course
Taught by Andrew Ng of Stanford University
Deep Learning Coursera Course
Taught by Andrew Ng of Stanford University
Convolutional Neural Networks Coursera Course
Taught by Andrew Ng of Stanford University
Deep Learning for Self-Driving Cars
Taught by Lex Fridman of MIT
Books
AI Superpowers: China, Silicon Valley, and the New World Order
(Hardcover, Paperback, Kindle, Audible)
By Kai-Fu Lee
Life 3.0: Being Human in the Age of Artificial Intelligence
(Hardcover, Paperback, Kindle, Audible)
By Max Tegmark
Prediction Machines: The Simple Economics of Artificial Intelligence
(Hardcover, Kindle, Audible)
By Avi Goldfarb
Podcasts
This Week in Machine Learning & Artificial Intelligence
Videos
AI in Real Life Seminar Videos
By Stanford University
AI Ethics
AI Principles
By Google
Fairness in Machine Learning Crash Course Video Lecture
By Google
Responsible AI Practices
By Google
AI for Business Professionals
AI for Everyone Coursera Course
Landing AI: AI Transformation Playbook
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